Hospitality LLMO: AI Visibility Toolkit for Hotels

The Problem: Invisible to AI

Here's a question every hotelier should be asking: When someone asks ChatGPT for hotel recommendations in your city, does your property come up?

For most hotels, the answer is no.

We're living through a fundamental shift in how travelers discover hotels. While the hospitality industry has spent decades mastering SEO, OTAs, and social media marketing, a new channel has emerged that most hotels are completely ignoring: AI assistants.

ChatGPT has over 100 million weekly active users. Claude, Gemini, and Perplexity are growing rapidly. And increasingly, travelers are asking these AI assistants questions like:

• "What's the best boutique hotel in Miami Beach?"
• "Recommend a family-friendly resort in Orlando with good pools"
• "Where should I stay for a business trip to Manhattan?"

If your hotel isn't being recommended in these conversations, you're invisible to a growing segment of high-intent travelers.

What is LLMO?

LLMO (Large Language Model Optimization) is the discipline of optimizing your digital presence so that AI models understand, recommend, and cite your business. Think of it as SEO for the AI age.

While traditional SEO helps travelers find you through search engine links, LLMO ensures AI assistants directly recommend your property in their responses.

Introducing Hospitality LLMO

Hospitality LLMO is an AI visibility toolkit built specifically for hotels. It audits your hotel's presence across the four major AI platforms and provides data-driven recommendations to improve your discoverability.

Key Features

🔍 Real-time AI Audits

Test your hotel across 20+ travel-related queries on ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), and Perplexity. See exactly when and how AI platforms mention your property-or don't.

🏆 Competitor Analysis

Discover which hotels AI platforms are recommending instead of yours. Our competitor intelligence shows you exactly who's winning the AI recommendation game in your market and why.

💡 AI-Powered Recommendations

Get personalized, actionable recommendations based on your specific audit results. Not generic advice-tailored insights that reference your actual query performance and competitor positioning.

📊 Comprehensive Tracking

Track your AI visibility progress over time. See how your optimizations impact your positioning across platforms and queries.

Who Is This For?

Hospitality LLMO is designed for three key audiences:

How It Works

Getting started takes about 60 seconds:

1. Enter your hotel name and location - We identify your property and pull relevant data.
2. Run the audit - We test 20+ queries across all four major AI platforms in real-time.
3. Review results - See your visibility score, competitor analysis, and positioning data.
4. Get recommendations - Receive AI-powered suggestions tailored to your specific results.
5. Optimize and track - Implement changes and run follow-up audits to measure progress.

Technical Implementation

For those curious about how recommendations are generated: Hospitality LLMO uses Claude Haiku 4.5 to analyze your complete audit data and generate personalized recommendations.

Unlike generic AI advice you could get from ChatGPT, our recommendations are impossible to replicate without running actual empirical audits. We reference:

• Specific queries where your hotel failed to appear
• Exact competitors who outperformed you
• Platform-by-platform performance differences
• Query-level positioning data

The Tech Stack

Hospitality LLMO is built on a modern, scalable stack:

• Frontend: Next.js 14 with App Router and Server Components
• Backend: Supabase (PostgreSQL with Row-Level Security)
• AI Providers: OpenAI, Anthropic Claude, Google Gemini, Perplexity
• Recommendations: Claude Haiku 4.5 for data-driven insights
• Payments: Stripe for subscription billing
• Hosting: Railway for production deployment

Pricing

Three tiers designed to scale with your needs:

Annual plans save 20%.

Get Started

AI is reshaping how travelers discover hotels. The hotels that optimize for AI visibility now will have a significant advantage as this channel continues to grow.

Ready to see how AI platforms rank your hotel?